32,008 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Prgebish/mcp-telegram MCP server for Telegram — connect Claude to your real Telegram account via User API (MTPro | 3 | Claude Code | 1 | 245 tok |
| qelos-io/better-mcp | 3 | Claude Code | 1 | 689 tok |
| n0zer0d4y/asana-project-ops deepwiki.com Advanced Asana MCP Server with batch operations, direct section assignment, and selective | 3 | Claude Code | 1 | 2,139 tok |
| agenticpay-dev/agenticpay agenticpay-dev.github.io MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402) | 3 | Claude Code, Cursor | 3 | 1,840 tok |
| quiltdata/quilt-mcp-server | 3 | Claude Code, Codex, OpenCode | 12 | 1,142 tok |
| jrenaldi79/google-workspace-mcp NPM-distributable Google Workspace MCP server for Claude Desktop, Claude Code CLI, and Cha | 3 | Claude Code | 1 | 1,137 tok |
| krystian-ai/ai-image-gen-mcp Scalable MCP backend optimized for Claude Code and Claude Desktop — secure, low-latency, p | 3 | Claude Code | 1 | 1,005 tok |
| ihiteshgupta/gmail-mcp-server Gmail MCP Server for Claude Code - Search, send, and manage emails via AI | 3 | Claude Code | 1 | 1,202 tok |
| pm990320/google-workspace-mcp The Ultimate Google Docs, Sheets & Drive MCP Server. Google Docs MCP is an MCP server (pri | 3 | Claude Code | 3 | 4,172 tok |
| KalinYorgov/RN-upgrade-helper-MCP A Model Context Protocol (MCP) server that automates the React Native Upgrade Helper websi | 3 | Claude Code | 1 | 600 tok |
| knportal/formfill-mcp formfill.plenitudo.ai Fill any PDF form from your AI agent — MCP server for PDF form filling | 3 | Claude Code | 1 | 570 tok |
| Voxos-ai-Inc/clink-mcp-server clink.voxos.ai MCP server implementation for @voxos-ai/clink-mcp-server | 3 | Claude Code | 1 | 936 tok |
| dutchbase/img-converter Fast, scriptable image conversion powered by Sharp. Ships as an npm package, a CLI, a REST | 3 | Claude Code | 1 | 632 tok |
| u9401066/pharmacy-mcp Pharmacy MCP Server - Drug information, dosage calculators, and interaction checkers via M | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 43 | 2,916 tok |
| coeusyk/personal-notes-assistant A RAG server for your Obsidian vault. | 3 | Claude Code | 1 | 900 tok |
| mrkhachaturov/ya-reviews-mcp | 3 | Claude Code | 1 | 1,332 tok |
| 2501-ai/vmware-mcp VMWare MCP server for LLMs | 3 | Claude Code | 1 | 463 tok |
| 3062-in-zamud/knowledgine Developer Knowledge Infrastructure - Extract structured knowledge from your codebase for A | 3 | Claude Code, Codex, OpenCode | 7 | 1,801 tok |
| mynghn/slack-mcp-server Read-only MCP server for Slack workspace data | 3 | Claude Code | 10 | 358 tok |
| abhisavakar/codeimpact Persistent codebase understanding for Claude, Cursor & AI coding assistants via MCP | 3 | Claude Code, Cursor | 2 | 4,457 tok |
| mocomoco-inc/mocovoice-mcp-server products.mocomoco.ai mocoVoice MCP Server | 3 | Claude Code | 1 | 552 tok |
| lakshyamehta03/wayback-machine-mcp pypi.org MCP server giving Claude and other LLM clients structured access to the Internet Archive's | 3 | Claude Code | 1 | 639 tok |
| jgabor/finsliparn Finsliparn is a MCP Server and Claude Code Plugin that adapts Poetiq's ARC-AGI solver meth | 3 | Claude Code, Codex, OpenCode | 7 | 665 tok |
| MacHu-GWU/mcp_ohmy_sql-project mcp-ohmy-sql.readthedocs.io A powerful Model Context Protocol (MCP) server that provides universal SQL database connec | 3 | Claude Code | 1 | 462 tok |
| andyleimc-source/tencent-ad-mcp MCP server for Tencent Ads Marketing API v3.0 — 358 tools | 3 | Claude Code | 1 | 309 tok |
| Furqankhanzada/hamara-hisaab Hamara Hisaab (ہمارا حساب) — self-hosted household finance ledger. API-first: every featur | 3 | Claude Code | 1 | 930 tok |
| cmeans/mcp-awareness Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collati | 3 | Claude Code | 1 | 2,776 tok |
| AmiyaBot/Amiya-Bot-mcp-server AmiyaBot MCP Server | 3 | Claude Code, Codex, GitHub Copilot | 5 | 195 tok |
| MCPmed/allenbrain-mcp A comprehensive Model Context Protocol (MCP) server for querying the Allen Institute for B | 3 | Claude Code | 1 | 594 tok |
| falegria86/zoho-mcp | 3 | Claude Code | 1 | 5,732 tok |
| ivncmp/dbrain Persistent memory server for AI assistants. PARA taxonomy, hot/warm/cold tiers, dual REST | 3 | Claude Code | 1 | 3,935 tok |
| sablier-ai/sablier-mcp Sablier MCP — plug Wall Street-grade portfolio analytics, stress-testing, and SEC filing i | 3 | Claude Code | 1 | 309 tok |
| fernforestgames/mcp-server-godot npmjs.com MCP server for interacting with the Godot game engine and projects | 3 | Claude Code | 1 | 432 tok |
| chmouel/jayrah 🌞 Jayrah - Jira Terminal and web user interface and AI-powered command palette (MCP) 🌞 | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,222 tok |
| guzus/grok-mcp pypi.org MCP server for searching X.com using xAI's Grok API with Live Search | 3 | Claude Code | 2 | 79 tok |
| hwc2357300448/doc-mcp-server A powerful Word document editing MCP server supporting AI coding tools such as Cursor, Git | 3 | Claude Code | 1 | 1,374 tok |
| Draco-Cheng/ai-readme-mcp | 3 | Claude Code | 1 | 320 tok |
| softagram/sgraph-mcp-server SGraph MCP Server | 3 | Claude Code | 1 | 1,045 tok |
| mohsinkhadim59/youtube-obsidian-mcp Automatically generate professional Obsidian study notes from YouTube videos using Claude | 3 | Claude Code | 1 | 3,471 tok |
| CAPHTECH/pce-memory | 3 | Claude Code, Codex, OpenCode | 4 | 5,255 tok |
| FASTPROD/ContextEngine npmjs.com MCP server — AI agents that remember across sessions. Zero API keys, 100% local. | 3 | Claude Code, GitHub Copilot, Cursor | 6 | 18,841 tok |
| evantahler/membot Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI. | 3 | Claude Code | 1 | 5,207 tok |
| jsavin/iac-mcp Universal bridge between AI/LLMs and native applications using Just-In-Time Discovery | 3 | Claude Code | 10 | 7,300 tok |
| Knuckles-Team/systems-manager System-Manager will update your system and install/upgrade applications. Supports Agentic | 3 | Claude Code, Codex, OpenCode | 2 | 4,701 tok |
| thevibeworks/barkme-mcp-server MCP server for Bark iOS push notifications — a single notify tool, device aliases instead | 3 | Claude Code | 1 | 706 tok |
| Sage-Bionetworks/synapse-mcp synapse.org A Model Context Protocol (MCP) server that enables AI agent access to Synapse. Deployed in | 3 | Claude Code | 1 | 1,295 tok |
| williamzujkowski/mcp-standards-server williamzujkowski.github.io A comprehensive Model Context Protocol (MCP) server that provides intelligent NIST 800-53r | 3 | Claude Code | 1 | 2,985 tok |
| DEBARPAN2000/tradingview-mcp AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop f | 3 | Claude Code | 1 | 1,873 tok |
| WebexCommunity/webex-bot-mcp Webex MCP Server for Bot Functionality | 3 | Claude Code | 1 | 2,106 tok |
| mattmre/EVOKORE-MCP-PUBLIC EVOKORE-MCP — a multi-server Model Context Protocol aggregator with skill discovery, HITL | 3 | Claude Code | 7 | — |